Safaa Al-Ali Postdoc researcher at Centre Inria d'Université Côte d'Azur, Sophia Antipolis

Présentation

Personal website

Publications

Article dans une revue (4)

Multi-Channel Causal Variational Autoencoder for multimodal biomedical causal disentanglement Safaa Al-Ali,Irene Balelli Journal of Biomedical Informatics, 2026, 176, pp.104995. ⟨10.1016/j.jbi.2026.104995⟩ Article dans une revue hal-05483061v1
Detection of ulcerative colitis lesions from weakly annotated colonoscopy videos using bounding boxes Safaa Al-Ali,John Chaussard,Sébastien Li-Thiao-Té,Éric Ogier-Denis,Alice Percy-Du-Sertet al. Gastrointestinal Disorders, 2024, 6 (1), pp.292-307. ⟨10.3390/gidisord6010020⟩ Article dans une revue hal-04307455v1
AUTOMATIC BLEEDING AND ULCER DETECTION FROM LIMITED QUALITY ANNOTATIONS IN ULCERATIVE COLITIS Safaa Al-Ali,John Chaussard,Sébastien Li-Thiao-Té,Eric Ogier-Denis,Alice Percy-Du-Sertet al. Gastroenterology, 2022, 28 (Supplement_1), pp.S19-S20. ⟨10.1093/ibd/izac015.029⟩ Article dans une revue hal-03955674v1
Complexity Reduction and Quality Enhancement in Image Coding Ahmad Shahin,Fadi Chakik,Safaa Al-Ali International Journal of Future Computer and Communication, 2013, pp.205-209. ⟨10.7763/IJFCC.2013.V2.153⟩ Article dans une revue hal-04363331v1

Communication dans un congrès (6)

Cardiac Electromechanical Model Sensitivity Analysis using Causal Discovery Safaa Al-Ali,Jairo Rodríguez-Padilla,Maxime Sermesant,Irene Balelli FIMH 2025 - 13th Functional Imaging and Modeling of the Heart International Conference, Radomír Chabiniok, Jun 2025, Dallas, United States. ⟨10.1007/978-3-031-94559-5_31⟩ Communication dans un congrès hal-05121540v2
YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signals Rafael Silva,Yingyu Yang,Maëlis Morier,Safaa Al-Ali,Maxime Sermesant 2024 Computing in Cardiology Conference, Sep 2024, Karlsruhe (Germany), Germany. pp.1-4, ⟨10.22489/CinC.2024.372⟩ Communication dans un congrès hal-04684731v1
Assessing Ionic Current Blockades and Electromechanical Biomarkers’ Interrelations Through a Novel Multi-Channel Causal Variational Autoencoder Safaa Al-Ali,Maria T Mora,Maxime Sermesant,Beatriz Trénor,Irene Balelli 2024 Computing in Cardiology Conference, Sep 2024, Karlsruhe (Germany), Germany. ⟨10.22489/CinC.2024.408⟩ Communication dans un congrès hal-04607082v3
A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment Safaa Al-Ali,Jordi Llopis-Lorente,Maria Teresa Mora,Maxime Sermesant,Beatriz Trénoret al. 2023 Computing in Cardiology (CinC), Oct 2023, Atlanta (GA), United States. ⟨10.22489/CinC.2023.009⟩ Communication dans un congrès hal-04105144v1
P015 Detection of endoscopic lesions from limited quality annotations in colonoscopy videos Safaa Al-Ali,J Chaussard,Sébastien Li-Thiao-Té,É Ogier-Denis,A Percy-Du-Sertet al. 17th Congress of ECCO, Feb 2022, Virtual, Austria. pp.i142-i144, ⟨10.1093/ecco-jcc/jjab232.144⟩ Communication dans un congrès hal-03955686v1
Influence of Ambiguity Cluster on Quality Improvement in Image Compression Safaa Al-Ali,Ahmad Shahin,Fadi Chakik ICCVISP- International Conference on Computer Vision, Image and Signal Processing, Feb 2013, Barcelone, Spain. ⟨10.5281/zenodo.1073446⟩ Communication dans un congrès hal-01115248v1

Chapitre d'ouvrage (1)

Causality: fundamental principles and tools Irene Balelli,Safaa Al-Ali,Elise Dumas,Judith Abécassis Trustworthy AI in Medical Imaging, Chapitre 14, Elsevier, pp.297-314, 2024, 978-0-443-23761-4. ⟨10.1016/B978-0-44-323761-4.00026-2⟩ Chapitre d'ouvrage hal-04831368v1

Pré-publication, Document de travail (2)

Multi-Channel Causal Variational Autoencoder Safaa Al-Ali,Irene Balelli 2024 Pré-publication, Document de travail hal-04666466v1
Automatic detection of bleeding and ulcers in endoscopic videos for ulcerative colitis Safaa Al-Ali,John Chaussard,Sébastien Li-Thiao-Té,Hatem Zaag 2021 Pré-publication, Document de travail hal-03418329v1

Thèse (1)

Mathematical modelling of chronic inflammatory bowel diseases Safaa Al Ali General Mathematics [math.GM]. Université Paris-Nord - Paris XIII, 2022. English. ⟨NNT : 2022PA131013⟩ Thèse tel-03925285v1